Detection_RealWorld Dataset

v2

2024-10-24 9:28pm

Generated on Oct 24, 2024

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 89%
1311Images
Valid Set 7%
106Images
Test Set 4%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Saturation: Between -32% and +32%
Exposure: Between -14% and +14%
Blur: Up to 4.2px
Noise: Up to 1.92% of pixels